Image classification:

-The process of categorizing and labeling groups of pixels or vectors within an image based on specific rules.

- land use,land cover (LULC): identify the layer.

- main motive is aquiracy assessment. 

Supervised classification:

- Human guided classification.

- In this classification the user or image analyst "Supervise" the pixel classification process.